Digital Commons Network^™

Genai And The Self Represented Litigant, Kristen Clarke Kellems, Kristen Clarke Kellems, Kristen Clarke Kellems

Faculty Publications

Generative AI is making it easier for self-represented litigants to produce polished legal documents, but easier filing does not necessarily lead to better outcomes. This presentation examines how AI may expand access to courts while increasing weak filings, early dismissals, and burdens on the legal system.

The session reviews attorneys’ duties of technological competence, confidentiality, supervision, and citation verification. It also distinguishes general-purpose AI from legal research tools. Using a Utah third-party custody and guardianship problem, the presentation compares several tools based on statutory accuracy, legal comprehension, treatment of case law, and completeness. The results show that identifying controlling cases …

Effects Of Life-Extending Compounds On Body Composition In Long-Lived Growth Hormone Receptor Antagonist Mice, Matthew Kirstein

Student Research and Creative Activity Expo

Early body composition responses to longevity-promoting dietary interventions in long-lived growth hormone receptor antagonist (GHA) mice reveal significant treatment-associated physiological differences, with ongoing studies evaluating their relevance to long-term survival and overall functional aging outcomes.

Unitas, Isaiah Greene, Luke Graban, Michael Bernay, Juan Alonso

Student Research and Creative Activity Expo

A mobile app that allows users to post and find real world events and join them on the app to get details and indicate participation in real life.

Utilizing Legal Frameworks In Rural Appalchia, Max Baker

Student Research and Creative Activity Expo

A thematic coding of various medias surrounding the MTR being done on the Gauley Mountain in WV, searching for legal frameworks available to rural Appalachians.

Self Perceived Vs. Objective Emotion Recognition In Undergraduates Without Autism Spectrum Disorder, Lucy Curtin, Hannah Flynn

Student Research and Creative Activity Expo

In this project, we are examining the performance on a social perception task in people with and without concerns regarding social perception.

Anxiety Does Not Affect Oculomotor Reaction Time In Collegiate Athletes, Braeden Carolan

Student Research and Creative Activity Expo

Comparison baseline oculomotor reaction time in collegiate athletes with and without anxiety.

Digital Audio Amplifier With Integrated Dsp, Alec Sebrell, Andrew Clabaugh, Cooper Smith

Student Research and Creative Activity Expo

This project is a Class D amplifier that uses digital audio inputs for direct digital signal processing.

A Systematic Review Of Prejudice Against Immigrant Women In Organizational Leadership In The United States, Vanessa Ampofoa Boadu

Student Research and Creative Activity Expo

This study examines how gender, nationality/immigration status, and ethnicity shape workplace experiences, impact professional advancement, and overall productivity

Effects Of Developmental Temperature On Neuron Density In Key Regions Of The Female Xiphophorus Multilineatus Brain​, Jocelyn Newton, Emma Wanat

Student Research and Creative Activity Expo

To determine whether developmental temperatures shape the neuronal composition underlying mate choice, we quantified neuron density across key brain regions in X. multilineatus females reared in high- and low-temperature environments.

Silence And Visibility: Media Framing Of Industrial Pollution And Health Risks  In Appalachian And Niger Delta Print Media, Adetola Fajembola

Student Research and Creative Activity Expo

Communities living near oil extraction and coal mining sites face serious environmental and health risks, yet these risks are often absent from public conversation. This study examines how print media cover industrial pollution-linked health risks in two regions defined by extractive industries — the Niger Delta in Nigeria and Appalachia in the United States — between 2011 and 2020. Although these regions are geographically and culturally different, both bear the environmental and health costs of extraction while remaining underrepresented in media coverage that shapes public awareness and policy response. Using mixed methods content analysis of eight legacy print newspapers, the …

From Tal-Corset To Tuomeiyi: Inter-Asian Referencing Of Feminist Resistance Against Hegemonic Beauty Standards, Eva Liu

Student Research and Creative Activity Expo

How inter-Asian referencing of feminist knowledge shapes everyday feminist resistance against hegemonic beauty standards in contemporary China.

Generative Ai And The Transformation Of Instructional Design Practice, Nour El Houda Maache

Student Research and Creative Activity Expo

Generative artificial intelligence (GenAI) is becoming increasingly common in higher education, yet little has been studied on how it is changing the everyday work of instructional designers (IDs). This qualitative study explores how IDs experience changes in professional practice following the integration of GenAI. Semi-structured interviews were conducted with seventeen IDs working in U.S.

Investigation Of 7li + Α Elastic And Inelastic Scattering, Bikash Chauhan

Student Research and Creative Activity Expo

Study of structure of 11B via 7Li + a experiment.

Predicting Water Layer Formation Vs. Entrainment In Dense Phase Co2 Transport Pipelines From Hydrodynamics And Fluid Properties, Favour Bawa

Student Research and Creative Activity Expo

This work presents a mechanistic model that predicts whether free water will remain entrained or form continuous layers in dense-phase CO₂ transport pipelines.

The Role Of Infrastructure In Enterococci Contamination And Human Health In Tampa Bay, Kaileen Alvarado, Ava Borgella

OneUSF Summer Undergraduate Research Symposium

Coastal microbial contamination is a major threat to public health especially in urbanized estuaries such as Tampa Bay, because elevated Enterococci concentrations can indicate fecal pollution, which can lead to gastrointestinal illnesses including diarrhea, vomiting, and nausea. This study investigated how infrastructure and environmental conditions influence Enterococci concentrations across different areas of Tampa Bay watershed, which is home to 3 million people, and visited by 5 million more each year. A multiyear dataset of over 6,600 Enterococci measurements from Tampa Bay Waterkeeper and the City of St. Petersburg Coastal Water Quality Monitoring Program was analyzed using spatial and statistical approaches. …

Using Social Vulnerability And Coastal Flooding Risk To Inform Preparedness Interventions In Hillsborough County, Bessan Abuaish

OneUSF Summer Undergraduate Research Symposium

Traditional disaster planning strategies often rely on broad countywide approaches that fail to address neighborhood level needs. Identifying communities with overlapping social vulnerability and physical risks can inform more equitable preparedness interventions. To identify neighborhoods with overlapping social vulnerability and coastal flooding risk in Hillsborough County and inform targeted preparedness interventions for vulnerable populations based on physical and socioeconomic risks, Geographic Information Systems mapping was used to overlay 16 Centers for Disease Control and Prevention Social Vulnerability Index indicators with coastal flooding risks to isolate 36 high priority census tracts. Socioeconomic factors, age, limited English proficiency, vehicle access, and housing …

Quantifying Iron Recycling In The Nutrient-Rich North Atlantic Ocean, Adam Jackvony

OneUSF Summer Undergraduate Research Symposium

The North Atlantic is a volatile region with low iron availability, where diatoms make up a majority of the phytoplankton. Due to iron’s low supply and high demand, it is often retained within the system and reused through iron recycling. Iron recycling helps predict fluctuations in diatom biomass, which directly impacts the biological carbon pump, transporting carbon dioxide from the atmosphere into the deep ocean. Estimating recycling rate allows for comparisons to other regions that have previously been studied creating a better understanding of the ocean-climate system and how different environmental factors influence the climate. Using assumed source water iron …

Correlation Of Enterococci And Seagrass Population In Tampa Bay, Ethan Kuhn, Riley Sedwick, Veronica Lewis

OneUSF Summer Undergraduate Research Symposium

The presence of Enterococci bacteria is commonly used as an indicator of fecal contamination in waterways. Higher enterococci levels usually indicate fecal pollution, but there are various environmental factors that play a role in the persistence and spatial distribution of these bacteria. Past water quality research in Tampa Bay has primarily focused on assessing recreational water safety and environmental health, but there are few studies that use the data to investigate how environmental variables such as aquatic vegetation can affect the concentrations of enterococci bacteria. This study evaluates whether there is a relationship between enterococci levels and seagrass populations across …

Pyrodinium Bahamense Environmental Growth: A Study Of How Local Salinities Affect P. Bahamense Growth And Toxicity, Elsa M. Kusek, Valentina Arnold Villarreal

OneUSF Summer Undergraduate Research Symposium

The Steidinger Scholar Internship at the Florida Fish and Wildlife Research Institute provides a unique and valuable research experience for undergraduate students through experiential learning. Over the summer of 2026, we’re integral team members of the Harmful Algal Blooms Biotoxins Team, helping to monitor the presence of Pyrodinium bahamense, a saxitoxin producing dinoflagellate, and its associated toxins in scallop tissues throughout the Pasco County Recreational Scalloping Zone. This monitoring is crucial to protecting human health, preserving Florida's resources, and informing management decisions. To further our understanding of P. bahamense, we explored the impact of salinity on growth, pH, stress, and …

Theoretical Model For A Poroelastic Membrane Under Uniform Load, Minh Duc Nguyen

OneUSF Summer Undergraduate Research Symposium

Flexible membrane wings appear throughout both natural and engineered flyers — parachutes, sails, birds, and bats — and are known to confer favorable aerodynamic characteristics through deformation in response to the surrounding flow. To date, flexibility and porosity have largely been studied in isolation, yet in a poroelastic membrane the two are coupled: as the membrane extends under load, its pores stretch with the surface. This study takes the first step toward analyzing that coupling by characterizing how the effective elasticity of the membrane depends on its porosity under uniform static pressure. Circular clamped membranes were simulated across a range …

Optimizing Silk Fibroin–Polyethylene Oxide Polymer Blends For Electrospun Nanofibrous Scaffold Fabrication, Lucas Niemas

OneUSF Summer Undergraduate Research Symposium

Cardiovascular disease remains a major cause of morbidity and mortality, often requiring surgical repair or replacement of damaged tissues. Current cardiovascular substitutes, including synthetic grafts, mechanical valve replacements, and biologically derived tissues, have improved patient outcomes but still face limitations such as thrombosis risk, limited remodeling capacity, mechanical mismatch, and durability concerns. Cardiovascular tissue engineering seeks to address these challenges by developing biomimetic scaffolds that support cell attachment, extracellular matrix synthesis, tissue integration, and in vivo adaptation. Silk fibroin is a promising natural biomaterial because of its biocompatibility, tunable degradation, favorable mechanical properties, and anti-inflammatory potential; however, its low solution …

In Vitro Evaluation Of A 405-Nm Blue-Light–Emitting Antimicrobial Bandage Using Micrococcus Luteus, Daniel W. Wallace, Joseph M. Busher

OneUSF Summer Undergraduate Research Symposium

Postoperative wound infections remain a major clinical challenge, worsened by rising antibiotic resistance and passive dressings that fail to reduce bacterial growth. Antimicrobial blue light near 405 nanometers shows broad-spectrum bactericidal activity, yet most prior approaches use short, high-intensity illumination from stationary sources rather than continuous, wearable delivery. This study evaluates a wearable 405-nanometer blue-light bandage designed for continuous, low-intensity exposure suited to prolonged wound-adjacent use. Antimicrobial performance was assessed in vitro using Micrococcus luteus, a safe model organism, comparing continuous exposure to matched dark controls. Exposure produced a pronounced, time-dependent reduction in bacterial viability, with near-complete suppression of detectable …

Protocol For Nod Islet Isolation Using A Novel Two-Filter Purification System, Sama Nayakanti

OneUSF Summer Undergraduate Research Symposium

Type 1 Diabetes (T1D) is an autoimmune disease characterized by the inflammation and destruction of pancreatic islets by infiltrating immune cells. As T1D incidence continues to surge worldwide, it is necessary to develop therapies capable of strengthening and protecting islet function.

Our prior research has previously demonstrated the protective antioxidant effects of Cornus officinalis (CO), a medicinal herb with known anti-diabetes properties, using 1.1B4 and NIT-1 transformed pancreatic β-cell lines. Although these cell lines are valuable and cost-efficient β-cell models, they are not fully representative of primary β-cell biology, which may affect their antioxidant response to CO.

To this end, …

Chemical Effects Of Microplastics On Photochemistry In A Coral-Associated Zooxanthella, Meghan A. Hennings, Matz Indergard, John E. Parkinson

OneUSF Summer Undergraduate Research Symposium

Coral bleaching is the process by which corals lose their symbiotic microalgae in response to stressful conditions. These photosymbionts, known as zooxanthellae, give corals their color and sustain host growth through mutualistic nutritional exchange. Bleaching events are becoming more common and severe, driving research into coral conservation and the resilience of each partner in the symbiosis. Yet it is unknown how certain pollutants, such as microplastics, may affect bleaching outcomes. Previous research in our laboratory has demonstrated that the presence of polyvinyl chloride (PVC) microplastics inhibits bleaching recovery in sea anemones (a coral model), but it remains unclear whether the …

Using Sers For Enhanced Pfoa Detection In Algae, Kyra Everette, Dawson Dodd, Theresa Evans-Nguyen

OneUSF Summer Undergraduate Research Symposium

Due to growing manufacturing processes runoff and environmental pollution, per- and poly-fluoroalkyl substances (PFAS), also known as “forever chemicals,” bioaccumulate in various waterways, eventually making their way into human bodies. Due to the low intensity signals of forever chemicals, it is notoriously difficult to isolate what cellular processes they impact, especially when using Raman spectroscopy. Here, we employed surface-enhanced Raman spectroscopy (SERS) to increase, detect and localize the perfluorooctanoic acid (PFOA) with gold nanoparticles (AuNPs). AuNPs were intracellularly produced in Chlorella and Scenedesmus algae cells, which acted as enhancers to the low PFOA signal. The production of AuNPs within these …

Contain The Drain: Analysis Of Storm-Drain Pollution Educational Materials And Public Perception, Adalyn Case, Thelma Banlav

OneUSF Summer Undergraduate Research Symposium

It is crucial for local populations to understand their role in stormwater management. This is especially relevant in Tampa Bay due to its role as a major estuary system in Florida, a long-term goal of the Tampa Bay Estuary Program (TBEP). The TBEP intervention measures residents’ knowledge of their role to prevent pollution from entering storm drains and contribute to the local environmental health. This project will assess the intervention materials’ accuracy utilizing survey responses sourced from local Tampa Bay residents. Responses were coded thematically and analyzed. The study has found the most effective TBEP marketing materials for improving stormwater …

Development Of A Zn(Ii) Based Mof For Directional Photo-Induced Electron Transfer, Mohammad Altaher

OneUSF Summer Undergraduate Research Symposium

Metal organic frameworks (MOFs) are a class of porous materials capable of encapsulating photoactive guests for applications in light harvesting, gas storage, and photocatalysis. Here we investigate the attempted co-encapsulation of Ru(II)tris(2,2′-bipyridine)(RuBpy3) and Co(II)tris(2,2′-bipyridine) (CoBpy3) or Os(II)tris(2,2′-bipyridine) (OsBpy3) in an RWLC-3 Zn(II) based MOF, for the development of a solid-state directional photoinduced electron transfer (PET) system. The synthesis of the co-encapsulated RuBpy3 and CoBpy3 MOF (RWLC-3 (RuBpy3:CoBpy3)) was conducted using CoBpy3 in place of RuBpy3 under RWLC-3 synthesis conditions, giving a crystalline suspension with a distinctive powder x-ray diffraction (PXRD). Single crystal x-ray diffraction (SCD) revealed a 2D chain with …

When Intensity Becomes Unpleasant: Content-Dependent Effects Of Arousal On Valence, Allison D. Nguyen, Ananya Ranganagoudar, Charvi Koniki

OneUSF Summer Undergraduate Research Symposium

Trait worry is associated with heightened negative interpretation of internal arousal, raising the possibility that individuals higher in worry may evaluate high-arousing experiences less positively. The most unpleasant and pleasant experiences are also the most arousing. However, individuals higher in trait worry may evaluate highly arousing experiences more negatively, depending on the content of the stimulus. This study tested whether trait worry moderates arousal and valence ratings and whether this association depends on image content.

Eighty-seven students passively viewed emotional and neutral images and provided arousal and valence ratings for images. Image content categories were generated by an AI classification …

Oaat: Omla-Like Approach Against Tlglock​, Antonio P. Ruiz, Joshua N. Lam

OneUSF Summer Undergraduate Research Symposium

Due to the rise of outsourced chip manufacturing, methods to protect chip designs and Intellectual Property (IP) are necessary to prevent theft and piracy by malicious actors within these intermediate firms. One such method is Logic Locking (LL), which adds circuitry that “locks” the design with a key so that the circuit only gives the correct output when provided with the correct key. The development of various attacks have allowed older LL methods, which rely on changing the placement policy of XOR/XNOR or MUX key-gates, to be broken. A newer LL solution to address this problem is TLGLock, which simplifies …

From Burnout To Belonging: Reintroducing Joy Through Collaborative Library Culture Change, Jason D. Phillips, Chereeka Garner, Cindy Dancel

Faculty Scholarship and Creative Works

Libraries are often expected to create joy for others, yet many library workers continue to experience burnout, dissatisfaction, and disconnection. This session explores how one academic library implemented a staff-led, administration-supported approach to rebuilding workplace culture through collective, low-cost, and capacity-aware strategies. Centered on the work of an internal advisory group, this model creates structured opportunities for feedback, collaboration, and shared decision-making while introducing small, intentional interventions that foster connection, recognition, and belonging. Rather than relying on individual resilience or one-time morale boosts, this approach emphasizes sustainable, iterative practices that respond to staff needs and organizational realities. Attendees will leave …